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author | Vinay Sajip <vinay_sajip@yahoo.co.uk> | 2022-10-15 20:59:13 (GMT) |
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committer | GitHub <noreply@github.com> | 2022-10-15 20:59:13 (GMT) |
commit | 7b604d83d226d8d7abc29b3a4fdd50e3bd100877 (patch) | |
tree | 4ffb16c4db72dd9ab0f8269d3868273a8ad73a0e /Doc | |
parent | 146232f8af1130578ebeccbe7899c69be7e0d03e (diff) | |
download | cpython-7b604d83d226d8d7abc29b3a4fdd50e3bd100877.zip cpython-7b604d83d226d8d7abc29b3a4fdd50e3bd100877.tar.gz cpython-7b604d83d226d8d7abc29b3a4fdd50e3bd100877.tar.bz2 |
[3.10] [doc] Update logging cookbook with an example of custom handli… (GH-98299)
Co-authored-by: Jelle Zijlstra <jelle.zijlstra@gmail.com>
Diffstat (limited to 'Doc')
-rw-r--r-- | Doc/howto/logging-cookbook.rst | 285 |
1 files changed, 283 insertions, 2 deletions
diff --git a/Doc/howto/logging-cookbook.rst b/Doc/howto/logging-cookbook.rst index 43f967c..d9a1942 100644 --- a/Doc/howto/logging-cookbook.rst +++ b/Doc/howto/logging-cookbook.rst @@ -276,6 +276,211 @@ choose a different directory name for the log - just ensure that the directory e and that you have the permissions to create and update files in it. +.. _custom-level-handling: + +Custom handling of levels +------------------------- + +Sometimes, you might want to do something slightly different from the standard +handling of levels in handlers, where all levels above a threshold get +processed by a handler. To do this, you need to use filters. Let's look at a +scenario where you want to arrange things as follows: + +* Send messages of severity ``INFO`` and ``WARNING`` to ``sys.stdout`` +* Send messages of severity ``ERROR`` and above to ``sys.stderr`` +* Send messages of severity ``DEBUG`` and above to file ``app.log`` + +Suppose you configure logging with the following JSON: + +.. code-block:: json + + { + "version": 1, + "disable_existing_loggers": false, + "formatters": { + "simple": { + "format": "%(levelname)-8s - %(message)s" + } + }, + "handlers": { + "stdout": { + "class": "logging.StreamHandler", + "level": "INFO", + "formatter": "simple", + "stream": "ext://sys.stdout", + }, + "stderr": { + "class": "logging.StreamHandler", + "level": "ERROR", + "formatter": "simple", + "stream": "ext://sys.stderr" + }, + "file": { + "class": "logging.FileHandler", + "formatter": "simple", + "filename": "app.log", + "mode": "w" + } + }, + "root": { + "level": "DEBUG", + "handlers": [ + "stderr", + "stdout", + "file" + ] + } + } + +This configuration does *almost* what we want, except that ``sys.stdout`` would +show messages of severity ``ERROR`` and above as well as ``INFO`` and +``WARNING`` messages. To prevent this, we can set up a filter which excludes +those messages and add it to the relevant handler. This can be configured by +adding a ``filters`` section parallel to ``formatters`` and ``handlers``: + +.. code-block:: json + + "filters": { + "warnings_and_below": { + "()" : "__main__.filter_maker", + "level": "WARNING" + } + } + +and changing the section on the ``stdout`` handler to add it: + +.. code-block:: json + + "stdout": { + "class": "logging.StreamHandler", + "level": "INFO", + "formatter": "simple", + "stream": "ext://sys.stdout", + "filters": ["warnings_and_below"] + } + +A filter is just a function, so we can define the ``filter_maker`` (a factory +function) as follows: + +.. code-block:: python + + def filter_maker(level): + level = getattr(logging, level) + + def filter(record): + return record.levelno <= level + + return filter + +This converts the string argument passed in to a numeric level, and returns a +function which only returns ``True`` if the level of the passed in record is +at or below the specified level. Note that in this example I have defined the +``filter_maker`` in a test script ``main.py`` that I run from the command line, +so its module will be ``__main__`` - hence the ``__main__.filter_maker`` in the +filter configuration. You will need to change that if you define it in a +different module. + +With the filter added, we can run ``main.py``, which in full is: + +.. code-block:: python + + import json + import logging + import logging.config + + CONFIG = ''' + { + "version": 1, + "disable_existing_loggers": false, + "formatters": { + "simple": { + "format": "%(levelname)-8s - %(message)s" + } + }, + "filters": { + "warnings_and_below": { + "()" : "__main__.filter_maker", + "level": "WARNING" + } + }, + "handlers": { + "stdout": { + "class": "logging.StreamHandler", + "level": "INFO", + "formatter": "simple", + "stream": "ext://sys.stdout", + "filters": ["warnings_and_below"] + }, + "stderr": { + "class": "logging.StreamHandler", + "level": "ERROR", + "formatter": "simple", + "stream": "ext://sys.stderr" + }, + "file": { + "class": "logging.FileHandler", + "formatter": "simple", + "filename": "app.log", + "mode": "w" + } + }, + "root": { + "level": "DEBUG", + "handlers": [ + "stderr", + "stdout", + "file" + ] + } + } + ''' + + def filter_maker(level): + level = getattr(logging, level) + + def filter(record): + return record.levelno <= level + + return filter + + logging.config.dictConfig(json.loads(CONFIG)) + logging.debug('A DEBUG message') + logging.info('An INFO message') + logging.warning('A WARNING message') + logging.error('An ERROR message') + logging.critical('A CRITICAL message') + +And after running it like this: + +.. code-block:: shell + + python main.py 2>stderr.log >stdout.log + +We can see the results are as expected: + +.. code-block:: shell + + $ more *.log + :::::::::::::: + app.log + :::::::::::::: + DEBUG - A DEBUG message + INFO - An INFO message + WARNING - A WARNING message + ERROR - An ERROR message + CRITICAL - A CRITICAL message + :::::::::::::: + stderr.log + :::::::::::::: + ERROR - An ERROR message + CRITICAL - A CRITICAL message + :::::::::::::: + stdout.log + :::::::::::::: + INFO - An INFO message + WARNING - A WARNING message + + Configuration server example ---------------------------- @@ -564,7 +769,7 @@ To run a logging listener in production, you may need to use a process-managemen such as `Supervisor <http://supervisord.org/>`_. `Here <https://gist.github.com/vsajip/4b227eeec43817465ca835ca66f75e2b>`_ is a Gist which provides the bare-bones files to run the above functionality using Supervisor: you -will need to change the `/path/to/` parts in the Gist to reflect the actual paths you +will need to change the ``/path/to/`` parts in the Gist to reflect the actual paths you want to use. @@ -2776,7 +2981,7 @@ Formatting times using UTC (GMT) via configuration -------------------------------------------------- Sometimes you want to format times using UTC, which can be done using a class -such as `UTCFormatter`, shown below:: +such as ``UTCFormatter``, shown below:: import logging import time @@ -3430,6 +3635,82 @@ the above handler, you'd pass structured data using something like this:: i = 1 logger.debug('Message %d', i, extra=extra) +How to treat a logger like an output stream +------------------------------------------- + +Sometimes, you need to interface to a third-party API which expects a file-like +object to write to, but you want to direct the API's output to a logger. You +can do this using a class which wraps a logger with a file-like API. +Here's a short script illustrating such a class: + +.. code-block:: python + + import logging + + class LoggerWriter: + def __init__(self, logger, level): + self.logger = logger + self.level = level + + def write(self, message): + if message != '\n': # avoid printing bare newlines, if you like + self.logger.log(self.level, message) + + def flush(self): + # doesn't actually do anything, but might be expected of a file-like + # object - so optional depending on your situation + pass + + def close(self): + # doesn't actually do anything, but might be expected of a file-like + # object - so optional depending on your situation. You might want + # to set a flag so that later calls to write raise an exception + pass + + def main(): + logging.basicConfig(level=logging.DEBUG) + logger = logging.getLogger('demo') + info_fp = LoggerWriter(logger, logging.INFO) + debug_fp = LoggerWriter(logger, logging.DEBUG) + print('An INFO message', file=info_fp) + print('A DEBUG message', file=debug_fp) + + if __name__ == "__main__": + main() + +When this script is run, it prints + +.. code-block:: text + + INFO:demo:An INFO message + DEBUG:demo:A DEBUG message + +You could also use ``LoggerWriter`` to redirect ``sys.stdout`` and +``sys.stderr`` by doing something like this: + +.. code-block:: python + + import sys + + sys.stdout = LoggerWriter(logger, logging.INFO) + sys.stderr = LoggerWriter(logger, logging.WARNING) + +You should do this *after* configuring logging for your needs. In the above +example, the :func:`~logging.basicConfig` call does this (using the +``sys.stderr`` value *before* it is overwritten by a ``LoggerWriter`` +instance). Then, you'd get this kind of result: + +.. code-block:: pycon + + >>> print('Foo') + INFO:demo:Foo + >>> print('Bar', file=sys.stderr) + WARNING:demo:Bar + >>> + +Of course, these above examples show output according to the format used by +:func:`~logging.basicConfig`, but you can use a different formatter when you +configure logging. .. patterns-to-avoid: |